{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# A 90° Bend"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We'll start a new simulation where we look at the fields propagating through a waveguide bend, and we'll do a couple of other things differently as well. \n",
    "\n",
    "As usual, the first thing to do is to load the Meep library:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Using MPI version 3.1, 1 processes\n"
     ]
    }
   ],
   "source": [
    "import meep as mp\n",
    "from matplotlib import pyplot as plt\n",
    "import numpy as np\n",
    "from IPython.display import Video\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Then let's set up the bent waveguide in a slightly larger cell:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "cell = mp.Vector3(16,16,0)\n",
    "geometry = [mp.Block(mp.Vector3(12,1,mp.inf),\n",
    "                     center=mp.Vector3(-2.5,-3.5),\n",
    "                     material=mp.Medium(epsilon=12)),\n",
    "            mp.Block(mp.Vector3(1,12,mp.inf),\n",
    "                     center=mp.Vector3(3.5,2),\n",
    "                     material=mp.Medium(epsilon=12))]\n",
    "pml_layers = [mp.PML(1.0)]\n",
    "resolution = 10"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that we have two blocks, both off-center to produce the bent waveguide structure pictured below. As illustrated in the figure, the origin (0,0) of the coordinate system is at the center of the cell, with positive $y$ being downwards, and thus the block of size 12$\\times$1 is centered at (-2,-3.5). Also shown in green is the source plane at $x=−7$ which is shifted to $y=−3.5$ so that it is still inside the waveguide."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are a couple of items to note. First, a point source does not couple very efficiently to the waveguide mode, so we'll expand this into a line source, centered at (-7,-3.5), with the same width as the waveguide by adding a `size` property to the source. This is shown in green in the figure above. An eigenmode source can also be used which is described in Tutorial/Optical Forces. Second, instead of turning the source on suddenly at t=0 which excites many other frequencies because of the discontinuity, we will ramp it on slowly. Meep uses a hyperbolic tangent (tanh) turn-on function over a time proportional to the `width` of 20 time units which is a little over three periods. Finally, just for variety, we'll specify the vacuum wavelength instead of the frequency; again, we'll use a wavelength such that the waveguide is half a wavelength wide."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "sources = [mp.Source(mp.ContinuousSource(wavelength=2*(11**0.5), width=20),\n",
    "                     component=mp.Ez,\n",
    "                     center=mp.Vector3(-7,-3.5),\n",
    "                     size=mp.Vector3(0,1))]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now we'll set up and visualize the simulation domain."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "sim = mp.Simulation(cell_size=cell,\n",
    "                    boundary_layers=pml_layers,\n",
    "                    geometry=geometry,\n",
    "                    sources=sources,\n",
    "                    resolution=resolution)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-----------\n",
      "Initializing structure...\n",
      "     block, center = (-2.5,-3.5,0)\n",
      "          size (12,1,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "     block, center = (3.5,2,0)\n",
      "          size (1,12,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "f = plt.figure(dpi=150)\n",
    "sim.plot2D(ax = f.gca())\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "As we expect, we see the bent waveguide structure with PML boundaries (green) and a source (red) with the same size as the waveguide width."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Normalizing field data...\n",
      "run 0 finished at t = 100.0 (2000 timesteps)\n"
     ]
    }
   ],
   "source": [
    "f = plt.figure(dpi=150)\n",
    "Animate = mp.Animate2D(sim, fields=mp.Ez, f=f, realtime=False, normalize=True)\n",
    "sim.run(mp.at_every(0.5,Animate),until=100)\n",
    "plt.close()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Generating MP4...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<video src=\"media/bent_waveguide.mp4\" controls  >\n",
       "      Your browser does not support the <code>video</code> element.\n",
       "    </video>"
      ],
      "text/plain": [
       "<IPython.core.display.Video object>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "filename = \"media/bent_waveguide.mp4\"\n",
    "fps = 10\n",
    "Animate.to_mp4(fps,filename)\n",
    "Video(filename)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "It is clear that the transmission around the bend is rather low for this frequency and structure — both large reflection and large radiation loss are clearly visible. Moreover, since we are operating just barely below the cutoff for single-mode behavior, we are able to excite a second leaky mode after the waveguide bend, whose second-order mode pattern (superimposed with the fundamental mode) is apparent in the animation. \n",
    "\n",
    "Below, we show a field snapshot from a simulation with a larger cell along the y direction, in which you can see that the second-order leaky mode decays away, leaving us with the fundamental mode propagating upward."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-----------\n",
      "Initializing structure...\n",
      "     block, center = (-2.5,-3.5,0)\n",
      "          size (12,1,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "     block, center = (3.5,17,0)\n",
      "          size (1,42,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "Meep progress: 307.35/400.0 = 76.8% done in 4.0s, 1.2s to go\n",
      "run 1 finished at t = 400.0 (8000 timesteps)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sim.reset_meep()\n",
    "cell = mp.Vector3(16,40,0)\n",
    "geometry = [mp.Block(mp.Vector3(12,1,mp.inf),\n",
    "                     center=mp.Vector3(-2.5,-3.5),\n",
    "                     material=mp.Medium(epsilon=12)),\n",
    "            mp.Block(mp.Vector3(1,42,mp.inf),\n",
    "                     center=mp.Vector3(3.5,17),\n",
    "                     material=mp.Medium(epsilon=12))]\n",
    "sim.cell_size = cell\n",
    "sim.geometry = geometry\n",
    "sim.geometry_center = mp.Vector3(0,12,0)\n",
    "\n",
    "sim.run(until=400)\n",
    "\n",
    "plt.figure(dpi=150)\n",
    "sim.plot2D(fields=mp.Ez)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Instead of doing an animation, another interesting possibility is to make an image from a $x\\times t$ slice. To get the $y=−3.5$ slice, which gives us an image of the fields in the first waveguide branch as a function of time, we can use `get_array` in a step function to collect a slice for each time step"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-----------\n",
      "Initializing structure...\n",
      "     block, center = (-2.5,-3.5,0)\n",
      "          size (12,1,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "     block, center = (3.5,17,0)\n",
      "          size (1,42,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "run 2 finished at t = 200.0 (4000 timesteps)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "vals = []\n",
    "\n",
    "def get_slice(sim):\n",
    "    vals.append(sim.get_array(center=mp.Vector3(0,-3.5), size=mp.Vector3(16,0), component=mp.Ez))\n",
    "\n",
    "sim.reset_meep()\n",
    "sim.run(mp.at_beginning(mp.output_epsilon),\n",
    "        mp.at_every(0.6, get_slice),\n",
    "        until=200)\n",
    "\n",
    "plt.figure(dpi=150)\n",
    "plt.imshow(vals, interpolation='spline36', cmap='RdBu')\n",
    "plt.axis('off')\n",
    "plt.show()\n"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.8"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
